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task_runner_basic_e2e.yml
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---
# Task Runner E2E tests for bare metal approach
name: Task_Runner_E2E # Please do not modify the name as it is used in the composite action
on:
schedule:
- cron: "0 0 * * *" # Run every day at midnight
workflow_dispatch:
inputs:
num_rounds:
description: "Number of rounds to train"
required: false
default: "5"
type: string
num_collaborators:
description: "Number of collaborators"
required: false
default: "2"
type: string
model_name:
description: "Model name"
required: false
default: "all"
type: choice
options:
- all
- torch_cnn_mnist
- keras_cnn_mnist
python_version:
description: "Python version"
required: false
default: "all"
type: choice
options:
- all
- "3.10"
- "3.11"
- "3.12"
jobs_to_run:
description: "Jobs to run"
type: choice
default: "all"
options:
- all
- test_with_tls
- test_with_non_tls
- test_with_no_client_auth
- test_memory_logs
required: false
permissions:
contents: read
# Environment variables common for all the jobs
# DO NOT use double quotes for the values of the environment variables
env:
NUM_ROUNDS: ${{ inputs.num_rounds || 5 }}
NUM_COLLABORATORS: ${{ inputs.num_collaborators || 2 }}
MODEL_NAME: ${{ inputs.model_name || 'all' }}
PYTHON_VERSION: ${{ inputs.python_version || 'all' }}
JOBS_TO_RUN: ${{ inputs.jobs_to_run || 'all' }}
jobs:
input_selection:
if: |
(github.event_name == 'schedule' && github.repository_owner == 'securefederatedai') ||
(github.event_name == 'workflow_dispatch')
name: Input value selection
runs-on: ubuntu-22.04
outputs:
# Output all the variables related to models and python versions to be used in the matrix strategy
# for different jobs, however their usage depends on the selected job.
selected_jobs: ${{ steps.input_selection.outputs.jobs_to_run }}
selected_models_for_tls: ${{ steps.input_selection.outputs.models_for_tls }}
selected_python_for_tls: ${{ steps.input_selection.outputs.python_for_tls }}
selected_models_for_non_tls: ${{ steps.input_selection.outputs.models_for_non_tls }}
selected_models_for_no_client_auth: ${{ steps.input_selection.outputs.models_for_no_client_auth }}
selected_models_for_memory_logs: ${{ steps.input_selection.outputs.models_for_memory_logs }}
selected_python_for_non_tls: ${{ steps.input_selection.outputs.python_for_non_tls }}
selected_python_for_no_client_auth: ${{ steps.input_selection.outputs.python_for_no_client_auth }}
selected_python_for_memory_logs: ${{ steps.input_selection.outputs.python_for_memory_logs }}
steps:
- name: Job to select input values
id: input_selection
run: |
# ---------------------------------------------------------------
# Models like XGBoost (xgb_higgs) and torch_cnn_histology require runners with higher memory and CPU to run.
# Thus these models are excluded from the matrix for now.
# Default combination if no input is provided (i.e. 'all' is selected).
# * TLS - models [torch_cnn_mnist, keras_cnn_mnist] and python versions [3.10, 3.11, 3.12]
# * Non-TLS - models [torch_cnn_mnist] and python version [3.10]
# * No client auth - models [keras_cnn_mnist] and python version [3.10]
# * Memory logs - models [torch_cnn_mnist] and python version [3.10]
# ---------------------------------------------------------------
echo "jobs_to_run=${{ env.JOBS_TO_RUN }}" >> "$GITHUB_OUTPUT"
if [ "${{ env.MODEL_NAME }}" == "all" ]; then
echo "models_for_tls=[\"torch_cnn_mnist\", \"keras_cnn_mnist\"]" >> "$GITHUB_OUTPUT"
echo "models_for_non_tls=[\"torch_cnn_mnist\"]" >> "$GITHUB_OUTPUT"
echo "models_for_no_client_auth=[\"keras_cnn_mnist\"]" >> "$GITHUB_OUTPUT"
echo "models_for_memory_logs=[\"torch_cnn_mnist\"]" >> "$GITHUB_OUTPUT"
else
echo "models_for_tls=[\"${{env.MODEL_NAME}}\"]" >> "$GITHUB_OUTPUT"
echo "models_for_non_tls=[\"${{env.MODEL_NAME}}\"]" >> "$GITHUB_OUTPUT"
echo "models_for_no_client_auth=[\"${{env.MODEL_NAME}}\"]" >> "$GITHUB_OUTPUT"
echo "models_for_memory_logs=[\"${{env.MODEL_NAME}}\"]" >> "$GITHUB_OUTPUT"
fi
if [ "${{ env.PYTHON_VERSION }}" == "all" ]; then
echo "python_for_tls=[\"3.10\", \"3.11\", \"3.12\"]" >> "$GITHUB_OUTPUT"
echo "python_for_non_tls=[\"3.10\"]" >> "$GITHUB_OUTPUT"
echo "python_for_no_client_auth=[\"3.10\"]" >> "$GITHUB_OUTPUT"
echo "python_for_memory_logs=[\"3.10\"]" >> "$GITHUB_OUTPUT"
else
echo "python_for_tls=[\"${{env.PYTHON_VERSION}}\"]" >> "$GITHUB_OUTPUT"
echo "python_for_non_tls=[\"${{env.PYTHON_VERSION}}\"]" >> "$GITHUB_OUTPUT"
echo "python_for_no_client_auth=[\"${{env.PYTHON_VERSION}}\"]" >> "$GITHUB_OUTPUT"
echo "python_for_memory_logs=[\"${{env.PYTHON_VERSION}}\"]" >> "$GITHUB_OUTPUT"
fi
test_with_tls:
name: Test with TLS
needs: input_selection
if: needs.input_selection.outputs.selected_jobs == 'all' || needs.input_selection.outputs.selected_jobs == 'test_with_tls'
runs-on: ubuntu-22.04
timeout-minutes: 30
strategy:
matrix:
model_name: ${{ fromJson(needs.input_selection.outputs.selected_models_for_tls) }}
python_version: ${{ fromJson(needs.input_selection.outputs.selected_python_for_tls) }}
fail-fast: false # do not immediately fail if one of the combinations fail
env:
MODEL_NAME: ${{ matrix.model_name }}
PYTHON_VERSION: ${{ matrix.python_version }}
steps:
- name: Checkout OpenFL repository
id: checkout_openfl
uses: actions/[email protected]
with:
fetch-depth: 2 # needed for detecting changes
submodules: "true"
token: ${{ secrets.GITHUB_TOKEN }}
- name: Pre test run
uses: ./.github/actions/tr_pre_test_run
if: ${{ always() }}
- name: Run Task Runner E2E tests with TLS
id: run_tests
run: |
python -m pytest -s tests/end_to_end/test_suites/task_runner_tests.py \
-m task_runner_basic --model_name ${{ env.MODEL_NAME }} \
--num_rounds ${{ env.NUM_ROUNDS }} --num_collaborators ${{ env.NUM_COLLABORATORS }}
echo "Task runner end to end test run completed"
- name: Post test run
uses: ./.github/actions/tr_post_test_run
if: ${{ always() }}
with:
test_type: "tr_tls"
test_with_non_tls:
name: Test without TLS
needs: input_selection
if: needs.input_selection.outputs.selected_jobs == 'all' || needs.input_selection.outputs.selected_jobs == 'test_with_non_tls'
runs-on: ubuntu-22.04
timeout-minutes: 30
strategy:
matrix:
model_name: ${{ fromJson(needs.input_selection.outputs.selected_models_for_non_tls) }}
python_version: ${{ fromJson(needs.input_selection.outputs.selected_python_for_non_tls) }}
fail-fast: false # do not immediately fail if one of the combinations fail
env:
MODEL_NAME: ${{ matrix.model_name }}
PYTHON_VERSION: ${{ matrix.python_version }}
steps:
- name: Checkout OpenFL repository
id: checkout_openfl
uses: actions/[email protected]
with:
fetch-depth: 2 # needed for detecting changes
submodules: "true"
token: ${{ secrets.GITHUB_TOKEN }}
- name: Pre test run
uses: ./.github/actions/tr_pre_test_run
if: ${{ always() }}
- name: Run Task Runner E2E tests without TLS
id: run_tests
run: |
python -m pytest -s tests/end_to_end/test_suites/task_runner_tests.py \
-m task_runner_basic --model_name ${{ env.MODEL_NAME }} \
--num_rounds ${{ env.NUM_ROUNDS }} --num_collaborators ${{ env.NUM_COLLABORATORS }} --disable_tls
echo "Task runner end to end test run completed"
- name: Post test run
uses: ./.github/actions/tr_post_test_run
if: ${{ always() }}
with:
test_type: "tr_non_tls"
test_with_no_client_auth:
name: Test without client auth
needs: input_selection
if: needs.input_selection.outputs.selected_jobs == 'all' || needs.input_selection.outputs.selected_jobs == 'test_with_no_client_auth'
runs-on: ubuntu-22.04
timeout-minutes: 30
strategy:
matrix:
model_name: ${{ fromJson(needs.input_selection.outputs.selected_models_for_no_client_auth) }}
python_version: ${{ fromJson(needs.input_selection.outputs.selected_python_for_no_client_auth) }}
fail-fast: false # do not immediately fail if one of the combinations fail
env:
MODEL_NAME: ${{ matrix.model_name }}
PYTHON_VERSION: ${{ matrix.python_version }}
steps:
- name: Checkout OpenFL repository
id: checkout_openfl
uses: actions/[email protected]
with:
fetch-depth: 2 # needed for detecting changes
submodules: "true"
token: ${{ secrets.GITHUB_TOKEN }}
- name: Pre test run
uses: ./.github/actions/tr_pre_test_run
if: ${{ always() }}
- name: Run Task Runner E2E tests without TLS
id: run_tests
run: |
python -m pytest -s tests/end_to_end/test_suites/task_runner_tests.py \
-m task_runner_basic --model_name ${{ env.MODEL_NAME }} \
--num_rounds ${{ env.NUM_ROUNDS }} --num_collaborators ${{ env.NUM_COLLABORATORS }} --disable_client_auth
echo "Task runner end to end test run completed"
- name: Post test run
uses: ./.github/actions/tr_post_test_run
if: ${{ always() }}
with:
test_type: 'tr_no_client_auth'
test_memory_logs:
name: Test memory usage
needs: input_selection
if: needs.input_selection.outputs.selected_jobs == 'all' || needs.input_selection.outputs.selected_jobs == 'test_memory_logs'
runs-on: ubuntu-22.04
timeout-minutes: 30
strategy:
matrix:
model_name: ${{ fromJson(needs.input_selection.outputs.selected_models_for_memory_logs) }}
python_version: ${{ fromJson(needs.input_selection.outputs.selected_python_for_memory_logs) }}
fail-fast: false # do not immediately fail if one of the combinations fail
env:
MODEL_NAME: ${{ matrix.model_name }}
PYTHON_VERSION: ${{ matrix.python_version }}
steps:
- name: Checkout OpenFL repository
id: checkout_openfl
uses: actions/[email protected]
with:
fetch-depth: 2 # needed for detecting changes
submodules: "true"
token: ${{ secrets.GITHUB_TOKEN }}
- name: Pre test run
uses: ./.github/actions/tr_pre_test_run
if: ${{ always() }}
- name: Run Task Runner E2E tests with TLS and memory logs
id: run_tests
run: |
python -m pytest -s tests/end_to_end/test_suites/memory_logs_tests.py \
-k test_log_memory_usage_basic --model_name ${{ env.MODEL_NAME }} \
--num_rounds ${{ env.NUM_ROUNDS }} --num_collaborators ${{ env.NUM_COLLABORATORS }} \
--log_memory_usage
echo "Task runner memory logs test run completed"
- name: Post test run
uses: ./.github/actions/tr_post_test_run
if: ${{ always() }}
with:
test_type: "tr_tls_memory_logs"